• Title/Summary/Keyword: emotion evaluation

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The effect of emotional priming on the product perceived usability (정서 점화가 제품의 지각된 사용성에 미치는 영향)

  • Kim, Myung Shik;Kim, Hyo Sun;Han, Kwang-Hee
    • Science of Emotion and Sensibility
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    • v.15 no.4
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    • pp.575-584
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    • 2012
  • Decades of psychological research have shown that emotion brings users various kinds of physical and psychological advantages and disadvantages. Moreover, this also impacts human decision-making. However, in spite of the weight of emotion, combined with HCI, relevant research is still insufficient. We hypothesized that the user's temporal emotion could influence the product evaluation, especially in terms of product usability. Two studies were carried out to investigate the effect of induced priming on user evaluations. In exp1, we manipulated participants' temporal emotions using positive and negative images from IAPS. In our results, we saw image priming had a statistically significant effect, with the positive condition group giving the product high ratings for usability. In exp2, emotional image manipulation was conducted with valence and arousal. As a result, we found that the variables of valence and arousal had some interaction effects. These studies have demonstrated that temporally induced emotion could affect users' emotion in different ways, in addition to influencing product evaluations.

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Emotion Image Retrieval through Query Emotion Descriptor and Relevance Feedback (질의 감성 표시자와 유사도 피드백을 이용한 감성 영상 검색)

  • Yoo Hun-Woo
    • Journal of KIISE:Software and Applications
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    • v.32 no.3
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    • pp.141-152
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    • 2005
  • A new emotion-based image retrieval method is proposed in this paper. Query emotion descriptors called query color code and query gray code are designed based on the human evaluation on 13 emotions('like', 'beautiful', 'natural', 'dynamic', 'warm', 'gay', 'cheerful', 'unstable', 'light' 'strong', 'gaudy' 'hard', 'heavy') when 30 random patterns with different color, intensity, and dot sizes are presented. For emotion image retrieval, once a query emotion is selected, associated query color code and query gray code are selected. Next, DB color code and DB gray code that capture color and, intensify and dot size are extracted in each database image and a matching process between two color codes and between two gray codes are peformed to retrieve relevant emotion images. Also, a new relevance feedback method is proposed. The method incorporates human intention in the retrieval process by dynamically updating weights of the query and DB color codes and weights of an intra query color code. For the experiments over 450 images, the number of positive images was higher than that of negative images at the initial query and increased according to the relevance feedback.

A Development of a Forecasting System of Textile Design Based on Consumer Emotion(II) - Database Construction for Textile Design - (소비자 감성에 기반한 텍스타일디자인 예측시스템 개발(II) - 텍스타일디자인 데이터베이스 구축 -)

  • Cho, Hyun-Seung;Lee, Joo-Hyeon
    • Fashion & Textile Research Journal
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    • v.7 no.2
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    • pp.196-202
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    • 2005
  • The purposes of this study were to investigate and analyze the relationship between the elements of textile design and consumer emotion and to suggest effective design methods. In addition, the forecasting system for textile design based on the results of this study was developed. The database system of textile design was organized by installing Mysql database server and tomcat servlet container on windows NT. The user interface was utilized using jsp on the web. This study findings can provide textile design samples which were suitable for each emotional factor, and an evaluation basis for each design element by the descriptive system of textile design. The forecasting system based on this study findings can also provide specific design methods for the effectiveness of consumer emotion and can be applied in a practical design process. This study based on the results of the quantitative analysis on consumer emotion has presented an objective and an efficient design method. This will be a useful expedient to improve the existing textile design process and for the consumer design.

Comparison of feature parameters for emotion recognition using speech signal (음성 신호를 사용한 감정인식의 특징 파라메터 비교)

  • 김원구
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.5
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    • pp.371-377
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    • 2003
  • In this paper, comparison of feature parameters for emotion recognition using speech signal is studied. For this purpose, a corpus of emotional speech data recorded and classified according to the emotion using the subjective evaluation were used to make statical feature vectors such as average, standard deviation and maximum value of pitch and energy and phonetic feature such as MFCC parameters. In order to evaluate the performance of feature parameters speaker and context independent emotion recognition system was constructed to make experiment. In the experiments, pitch, energy parameters and their derivatives were used as a prosodic information and MFCC parameters and its derivative were used as phonetic information. Experimental results using vector quantization based emotion recognition system showed that recognition system using MFCC parameter and its derivative showed better performance than that using the pitch and energy parameters.

Speaker-Dependent Emotion Recognition For Audio Document Indexing

  • Hung LE Xuan;QUENOT Georges;CASTELLI Eric
    • Proceedings of the IEEK Conference
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    • summer
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    • pp.92-96
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    • 2004
  • The researches of the emotions are currently great interest in speech processing as well as in human-machine interaction domain. In the recent years, more and more of researches relating to emotion synthesis or emotion recognition are developed for the different purposes. Each approach uses its methods and its various parameters measured on the speech signal. In this paper, we proposed using a short-time parameter: MFCC coefficients (Mel­Frequency Cepstrum Coefficients) and a simple but efficient classifying method: Vector Quantification (VQ) for speaker-dependent emotion recognition. Many other features: energy, pitch, zero crossing, phonetic rate, LPC... and their derivatives are also tested and combined with MFCC coefficients in order to find the best combination. The other models: GMM and HMM (Discrete and Continuous Hidden Markov Model) are studied as well in the hope that the usage of continuous distribution and the temporal behaviour of this set of features will improve the quality of emotion recognition. The maximum accuracy recognizing five different emotions exceeds $88\%$ by using only MFCC coefficients with VQ model. This is a simple but efficient approach, the result is even much better than those obtained with the same database in human evaluation by listening and judging without returning permission nor comparison between sentences [8]; And this result is positively comparable with the other approaches.

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The Influence of Art-provoked Affect on Product and Product Attributes Evaluation (명화(名畵)에서 유발된 감정이 차용된 제품과 제품속성 평가에 미치는 영향)

  • Kim, Hanku;Jung, Bohee;Chu, Wujin
    • Asia Marketing Journal
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    • v.13 no.2
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    • pp.99-130
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    • 2011
  • In recent years, a new way of differentiating product design has emerged -better known as 'masterpiece marketing,' this is a strategy where famous art pieces are borrowed on to product designs. Because the recent trends of well-being and LOHAS have encouraged the consumers' desires to enjoy culture and live a more opulent lifestyle, famous and notable paintings have grown to be more of "approachable masterpieces" to the public. As a strategy intended to develop a new consumerism, while still prioritizing customers' values and their satisfaction, companies have been drawn to this new type of marketing. The current consumption society has converted renowned art pieces from simply works of 'high culture' to a further way of marketing, aimed to differentiate products and dominate the market. Though many products have had masterpieces applied to their designs and have been noticed for their marketability, there has been less systematic research done on the scientific background behind this marketing approach. This research focused on the art pieces' fundamental nature of inducing emotions in the viewer, and hypothesized about how the evaluation of a product may be influenced by the affect provoked by the art piece used. To be more specific, if art pieces with different levels of pleasure and arousal -the two axis of emotion suggested by existing research on emotion -were used on each product, the goal was to see how the different levels influenced the consumer's assessment of the products, focusing on product's type as well as the evaluation of their attributes. First, a pretest was done to verify the relationship between the emotion provoked by the art piece and the consumer's preference. There were two types of surveys, each with five drawings from the ten that were assumed to differ in levels of the two axis of emotion. The survey was composed of questions asking for positive emotion, negative emotion, level of arousal, and preference. The correlation between the measurements of positive and negative emotions was -0.792, so an integrated entry was used in the analysis by subtracting the measurement of negative emotions from that of positive emotions. The first hypothesis that paintings that provoke positive emotions will be more preferred than paintings that bring out negative emotions was supported; and through this research, paintings that were to be used for the products were selected. The second pretest was conducted to settle on an item that would be used in the research. Items meant to measure utilitarian and hedonic attributes of milk and chocolate, the two products to be used in the research, were extracted. Because milk is a utilitarian product with strong practical attributes while chocolate is a hedonic product with strong hedonic attributes, these two were selected to be used in this research. The first study was executed to see if there is a difference in attitude about products that have different painting on their designs, which either induces positive or negative emotions. It was also to verify whether this difference in attitude was mediated by the viewer's preference for the art piece. This study showed that when positive emotion inducing painting was used, the product was better evaluated compared to the product with a painting that provokes a negative emotion, thus supporting the second hypothesis. It was also supported that the effect of affect on product evaluation was mediated by preference for the art piece. The second study was done to see the influence of the level of arousal on the evaluation of the product's attributes. Art pieces that differ in the level of arousal were selected through the pretest, and later it verified the hypothesis that the level of arousal has an effect on the assessment of the attributes of the product. In the case of milk, a utilitarian product, the fourth hypothesis that a high-arousal painting will better evaluated for its hedonic attributes was supported, as well as the fifth, which hypothesized that a low-arousal painting will receive a higher assessment for its utilitarian attributes. However, for chocolate, a hedonic product, both fourth and fifth hypotheses were not supported. This study is significant for the following basis: first, it verified the importance of the emotion induced by the painting on the evaluation of the product's attributes, by applying a systematic and scientific method. Second, it expanded from the existing research on positive/negative emotions to confirm the additional influence of the state of arousal on product evaluation.

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Font Recommendation Service Based on Emotion Keyword Attribute Value Estimation (감정 기반 키워드 속성값 산출에 따른 글꼴 추천 서비스)

  • Ji, Youngseo;Lim, SoonBum
    • Journal of Korea Multimedia Society
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    • v.25 no.8
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    • pp.999-1006
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    • 2022
  • The use of appropriate fonts is not only an aesthetic point of view, but also a factor influencing the reinforcement of meaning. However, it is a difficult process and wastes a lot of time for general users to choose a font that suits their needs and emotions. Therefore, in this study, keywords and fonts to be used in the experiment were selected for emotion-based font recommendation, and keyword values for each font were calculated through an experiment to check the correlation between keywords and fonts. Using the experimental results, a prototype of a keyword-based font recommendation system was designed and the possibility of the system was tested. As a result of the usability evaluation of the font recommendation system prototype, it received a positive evaluation compared to the existing font search system, but the number of fonts was limited and users had difficulties in the process of associating keywords suitable for their desired situation. Therefore, we plan to expand the number of fonts and conduct follow-up research to automatically recommend fonts suitable for the user's situation without selecting keywords.

Evaluation of Concentration using Electroencephalogram and Electrocardiogram (I) (뇌파와 심박변화를 이용한 집중도의 평가 (I))

  • 윤용현;고한우;양희경;김동윤
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2001.05a
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    • pp.6-9
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    • 2001
  • 집중도를 평가하기 위하여 피험자에게 집중을 유발시키는 3가지 task(단기기억작업, Corsi block tapping task, visuomotor task)를 부가하고 주관평가 및 생리신호(뇌파, 심전도, 맥파, 피부온도, 호흡, 피부전도도)를 측정하였다. 뇌파를 mapping하여 평가에 적합한 전극이 위치를 선정하고, task 수행중 집중도 변화와 짐전도의 심박변화와의 관계를 분석하였다. 분석결과 안정과 task 수행시 뇌파 mapping상 전체 power의 변호가 frontal 부분에서 크게 나타났으며, 집중시 R-R 간격의 순간간격변화가 줄어들었다.

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The Influence of Elements on Aesthetics Evaluation to Cosmetic Bottle Design for Man (남성용 화장품용기 디자인에 있어서 심미성평가에 영향을 미치는 요소)

  • 형성은;양종열;홍정표
    • Science of Emotion and Sensibility
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    • v.2 no.2
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    • pp.93-104
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    • 1999
  • 대부분의 제품디자인관련 종사자들은 제품심미성이 소비자의 제품선호에 중요한 영향을 미친다는 주장에 동의하고 있다. 그러나 기존 연구들이 많은 기여를 했다고 볼 수 있으나 제품 심미성을 어떻게 평가 할 것인가\ulcorner 소비자 반응에 대한 그 영향을 어떻게 측정 할 것인가\ulcorner 에 대한 연구가 미미한 편이다. 따라서 본 연구는 제품디자인에 대한 소비자의 선호에 대한 심미성 차원의 영향을 탐색하고, 남성용 화장품 용기의 심미성 차원에 대한 소비자 인식의 측정을 통한 실증적 결과를 보여준다. 이 연구가 남성용화장품용기에 국한되었다 할지라도 다른 다양한 제품의 심미성 역할에도 확대 적용될 수 있을 것이다.

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Evaluation of Fatigue with Color Temperature (II) (조명의 색온도에 따른 작업자의 피로도 평가 (II))

  • 양희경;고한우;김묘향;임석기;윤용현
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2001.11a
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    • pp.251-254
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    • 2001
  • 조명 색온도에 따른 작업자의 피로도를 평가하기 위하여 세 종류의 조명 색온도 (2700K, 4000K, 6500K)를 실험변수로 하여 오류수정작업이 수행되었다. 작업수행 중 피로도와 집중도에 관한 주관평가를 실시한 결과, 시각 및 정신피로가 가장 적고 집중도가 높은 2700 K에서 작업수행도가 가장 좋았다. 6500 K에서는 정신피로를 가장 많이 느끼고 집중도가 제일 낮았으며, 4000 K에서 시각 및 정신피로를 가장 많이 느끼며 작업수행도는 가장 낮았다.

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